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code-snippets

Collection of small programs.

Some basic theory links and naive notes are in the directory theory

Codes in Python

Sr.No. Algorithm Type Links
1 PCA (Principal Component Analysis) Dimensionality Reduction Code :: Theory
2 LDA (Linear Discriminant Analysis) Dimensionality Reduction Code :: Theory

Codes in Scala

Sr.No. Algorithm Type Links
1 Logistic Regression Classification Code :: Theory(Find Logistic Regression section)
2 Latent Dirichlet Allocation Document clustering (topic modeling) Code :: Theory
3 CollectMap UDAF for Apache Spark Code
4 Median UDAF for Apache Spark SimpleMedian
5 Searching akka-actors Maven Project
6 Inverted Index Spark Core Maven Project

Basic Programming

Sr.No. Algorithm Type Code links
1 Insertion Sort Sorting Scala :: Java
2 Shell Sort Sorting Java
3 Merge Sort Sorting Scala :: Java
4 Quick Sort Sorting Scala :: Java

License

MIT